A Neural-Symbolic Network for Interpretable Fault Diagnosis of Rolling Element Bearings Based on Temporal Logic.
Ruoyao TianMengqian CuiGang ChenPublished in: IEEE Trans. Instrum. Meas. (2024)
Keyphrases
- fault diagnosis
- temporal logic
- monitoring and fault diagnosis
- neural network
- network architecture
- condition monitoring
- model checking
- fault detection
- expert systems
- modal logic
- fault detection and diagnosis
- chemical process
- bp neural network
- fuzzy logic
- operating conditions
- multiple faults
- power transformers
- gas turbine
- industrial systems
- electrical power systems
- belief revision
- fault identification
- rbf neural network
- electronic equipment
- analog circuits
- network structure
- multi sensor information fusion
- reactive systems
- vibration signal
- artificial intelligence
- linear temporal logic
- verification method
- soft computing
- communication networks
- mazurkiewicz traces
- state space
- fault diagnostic